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1.
Hematol Oncol ; 40(1): 31-39, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34694649

RESUMO

The standard management for relapsed or refractory classical Hodgkin lymphoma (cHL) is salvage therapy followed by autologous stem cell transplantation (ASCT). This strategy allows almost 50% of patients to be cured. Post-ASCT maintenance treatment with brentuximab vedotin (BV) confers improved progression-free survival (PFS) to cHL patients at high risk of relapse. We investigated the outcome of 105 cHL patients receiving post-ASCT BV maintenance in the real-life setting of 23 Italian hematology centers. This population included naïve patients and those previously exposed to BV. Median follow-up was 20 months. Patients presented a median of two lines of treatment pre-ASCT, with 51% receiving BV. Twenty-nine percent of patients had at least two high-risk factors (refractory disease, complete response [CR] less than 12 months, extranodal disease at relapse), while 16% presented none. At PET-CT, a Deauville score (DS) of 1-3 was reported in 75% and 78% of pre- and post-ASCT evaluations, respectively. Grade 3-4 adverse events (AEs), mainly peripheral neuropathy, were observed in 16% of patients. Three-year PFS and overall survival (OS) were 62% and 86%, respectively. According to BV exposure, 3-year PFS and OS were 54% and 71%, respectively, for naïve and 77% and 96%, respectively, for previously exposed patients. Refractory disease (hazard ratio [HR] 4.46; p = 0.003) and post-ASCT DS 4-5 (HR 3.14; p = 0.005) were the only two factors significantly associated with PFS reduction in multivariable analysis. Post-ASCT BV maintenance is an effective, safe treatment option for cHL naïve patients and those previously exposed to BV.


Assuntos
Antineoplásicos Imunológicos/uso terapêutico , Brentuximab Vedotin/uso terapêutico , Transplante de Células-Tronco Hematopoéticas/mortalidade , Doença de Hodgkin/tratamento farmacológico , Adolescente , Adulto , Idoso , Terapia Combinada , Feminino , Seguimentos , Doença de Hodgkin/patologia , Doença de Hodgkin/terapia , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida , Adulto Jovem
2.
Comput Methods Programs Biomed ; 185: 105153, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31678792

RESUMO

BACKGROUND AND OBJECTIVES: Malignant lymphomas are cancers of the immune system and are characterized by enlarged lymph nodes that typically spread across many different sites. Many different histological subtypes exist, whose diagnosis is typically based on sampling (biopsy) of a single tumor site, whereas total body examinations with computed tomography and positron emission tomography, though not diagnostic, are able to provide a comprehensive picture of the patient. In this work, we exploit a data-driven approach based on multiple-instance learning algorithms and texture analysis features extracted from positron emission tomography, to predict differential diagnosis of the main malignant lymphomas subtypes. METHODS: We exploit a multiple-instance learning setting where support vector machines and random forests are used as classifiers both at the level of single VOIs (instances) and at the level of patients (bags). We present results on two datasets comprising patients that suffer from four different types of malignant lymphomas, namely diffuse large B cell lymphoma, follicular lymphoma, Hodgkin's lymphoma, and mantle cell lymphoma. RESULTS: Despite the complexity of the task, experimental results show that, with sufficient data samples, some cancer subtypes, such as the Hodgkin's lymphoma, can be identified from texture information: in particular, we achieve a 97.0% of sensitivity (recall) and a 94.1% of predictive positive value (precision) on a dataset that consists in 60 patients. CONCLUSIONS: The presented study indicates that texture analysis features extracted from positron emission tomography, combined with multiple-instance machine learning algorithms, can be discriminating for different malignant lymphomas subtypes.


Assuntos
Linfoma/classificação , Aprendizado de Máquina , Algoritmos , Conjuntos de Dados como Assunto , Humanos , Linfoma/diagnóstico por imagem , Tomografia por Emissão de Pósitrons/métodos , Sensibilidade e Especificidade , Máquina de Vetores de Suporte , Tomografia Computadorizada por Raios X/métodos
3.
Br J Haematol ; 156(3): 346-53, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22145911

RESUMO

This study investigated the clinical activity and toxicity of R-HCVAD-AM [rituximab plus HyperCVAD (R-HCVAD) alternating with high-dose cytarabine and methotrexate (AM)] in patients with newly diagnosed Mantle Cell Lymphoma (MCL). Patients aged ≤70years with confirmed MCL received four alternating cycles each of R-HCVAD and AM. Patients who obtained a partial response proceeded to autologous stem cell transplant. Sixty-three patients were enrolled and 60 were fully eligible. Median age was 57years (22-66); 60%, 33% and 7% were classified at low (L)-, intermediate (I)- or high (H)-risk, respectively, according to the MCL International Prognostic Index (MIPI). Only 22 patients (37%) completed the four cycles and three patients died during therapy. Overall response and complete response rates were 83% and 72% respectively. After a median follow-up of 46months (range 1-72) the estimated 5-year overall survival (OS) and progression-free survival rates were 73% [95% confidence interval (CI) 59-83%], and 61% (95%CI 45-73%) respectively. MIPI maintained the prognostic value with an estimated 5-year OS of 89%, 80% and 24% for L, I, and H groups respectively (P<0·001). This multicentre study confirms that R-HCVAD-AM is an active regimen for the initial treatment of patients with MCL, but is associated with significant toxicity.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Linfoma de Célula do Manto/tratamento farmacológico , Adulto , Idoso , Anticorpos Monoclonais Murinos/administração & dosagem , Anticorpos Monoclonais Murinos/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Ciclofosfamida/administração & dosagem , Ciclofosfamida/efeitos adversos , Citarabina/administração & dosagem , Citarabina/efeitos adversos , Dexametasona/administração & dosagem , Dexametasona/efeitos adversos , Intervalo Livre de Doença , Doxorrubicina/administração & dosagem , Doxorrubicina/efeitos adversos , Esquema de Medicação , Seguimentos , Marcadores Genéticos , Doenças Hematológicas/induzido quimicamente , Humanos , Infecções/etiologia , Estimativa de Kaplan-Meier , Linfoma de Célula do Manto/genética , Metotrexato/administração & dosagem , Metotrexato/efeitos adversos , Pessoa de Meia-Idade , Estudos Prospectivos , Rituximab , Resultado do Tratamento , Vincristina/administração & dosagem , Vincristina/efeitos adversos , Adulto Jovem
4.
Leuk Lymphoma ; 51(3): 422-9, 2010 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-20038237

RESUMO

We conducted a retrospective analysis on 168 adult patients with newly diagnosed, limited-stage (I and II) diffuse large B-cell lymphoma (DLBCL) treated from 1988 to 2004 with PROMECE-CYTABOM (P-C) plus involved-field radiation therapy (IF-RT). At the end of P-C, the overall response rate was 92%. Radiotherapy (RT) was delivered to 84% of cases. With a median follow-up of 95 months, overall survival (OS), relapse free survival (RFS), and failure free survival at 5 and 10 years was 84% and 77%, 81% and 75%, 71% and 67%, respectively. Age (>60 years, p = 0.002), serum albumin (<3.5 g/dL; p = 0.015), and RT (p < 0.001) were independent predictors of OS. For patients in complete remission the administration of RT didn't improve both RFS and OS. This study confirms that patients with localized aggressive lymphoma have a high chance of cure with anthracycline containing regimens. Though the regimen used to treat these patients does not contain rituximab, results are considered excellent both in terms of efficacy and safety.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Linfoma não Hodgkin/tratamento farmacológico , Linfoma não Hodgkin/radioterapia , Idoso , Bleomicina/uso terapêutico , Ciclofosfamida/uso terapêutico , Citarabina/uso terapêutico , Intervalo Livre de Doença , Epirubicina/uso terapêutico , Etoposídeo/uso terapêutico , Feminino , Seguimentos , Humanos , Linfoma , Masculino , Metotrexato/uso terapêutico , Pessoa de Meia-Idade , Análise Multivariada , Prednisona/uso terapêutico , Radioterapia/métodos , Estudos Retrospectivos , Resultado do Tratamento , Vincristina/uso terapêutico
5.
Hematol Oncol ; 25(4): 189-97, 2007 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-17654762

RESUMO

We conducted a population-based study of peripheral lymphomas (PL) that had been diagnosed between 1997 and 2003 in the province of Modena, Italy, with the aim of providing updated incidence, clinical and survival data for these cancers. We evaluated the incidence patterns and time trends of 1582 cases of PL that had been reclassified according to the WHO classification of hematological malignancies. Data regarding clinical characteristics, treatment and outcome were also collected for each case. The World Age-Standardized Rate (ASR) was calculated as 13.4, 2.2 and 3.4 per 100,000 people for B-cell non-Hodgkin's lymphoma (NHL), T-cell NHL and Hodgkin's Lymphoma (HL), respectively, with an increase of 1.62% per year during the study period. The lymphoma subtype showing the highest incidence was found to be diffuse large B-cell lymphoma (DLBCL) with an ASR of 4.8. Compared with reports from other western countries, our series is characterized by a higher incidence of HL and indolent B-NHL in general, and of CLL/SLL (ASR = 3.3) and marginal zone NHL (ASR = 1.5), in particular, and also by a lower incidence of FL (ASR = 2). After a median follow-up of 54 months, the 5-year relative survival for the whole series was found to be 70% with a statistically significant improvement for cases diagnosed during 2002-2003 (from 66 to 74%; p = 0.03). Survival improvement within the study period was also evident for patients with DLBCL, HL and T-NHL. Our study provides a comprehensive description of both the epidemiological and clinical features of PL cases in Modena and our data also reflect the major advances in the curability of some histological subtypes of this disease. The usefulness of a population-based approach to better characterizing different lymphoma subtypes is also demonstrated.


Assuntos
Linfoma/epidemiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Doença de Hodgkin , Humanos , Incidência , Itália/epidemiologia , Linfoma/classificação , Linfoma/mortalidade , Linfoma/patologia , Linfoma/terapia , Linfoma de Células B , Linfoma de Células T , Masculino , Pessoa de Meia-Idade , Sistema de Registros , Estudos Retrospectivos , Taxa de Sobrevida
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